Applications of the Elo rating system in adaptive educational systems

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F16%3A00093977" target="_blank" >RIV/00216224:14330/16:00093977 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1016/j.compedu.2016.03.017" target="_blank" >http://dx.doi.org/10.1016/j.compedu.2016.03.017</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.compedu.2016.03.017" target="_blank" >10.1016/j.compedu.2016.03.017</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Applications of the Elo rating system in adaptive educational systems

Popis výsledku v původním jazyce

The Elo rating system was originally developed for rating chess players, nowadays it is widely used for ranking players of many other games. The system can be used in educational systems when we interpret student's answer to an item as a match between the student and the item. In this way we can easily dynamically estimate the skill of students and difficulty of items. We provide a systematic overview of different variants of the Elo rating system and their application in education. We compare the Elo rating system to alternative methods and describe a specific case study (an adaptive practice of geography facts) to illustrate the application of the Elo rating system in education. We argue that the Elo rating system is simple, robust, and effective and thus suitable for use in the development of adaptive educational systems. We provide specific guidelines for such applications.

Název v anglickém jazyce

Applications of the Elo rating system in adaptive educational systems

Popis výsledku anglicky

The Elo rating system was originally developed for rating chess players, nowadays it is widely used for ranking players of many other games. The system can be used in educational systems when we interpret student's answer to an item as a match between the student and the item. In this way we can easily dynamically estimate the skill of students and difficulty of items. We provide a systematic overview of different variants of the Elo rating system and their application in education. We compare the Elo rating system to alternative methods and describe a specific case study (an adaptive practice of geography facts) to illustrate the application of the Elo rating system in education. We argue that the Elo rating system is simple, robust, and effective and thus suitable for use in the development of adaptive educational systems. We provide specific guidelines for such applications.

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2016

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

COMPUTERS & EDUCATION

ISSN

0360-1315

e-ISSN

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Svazek periodika

98

Číslo periodika v rámci svazku

1

Stát vydavatele periodika

GB - Spojené království Velké Británie a Severního Irska

Počet stran výsledku

11

Strana od-do

169-179

Kód UT WoS článku

000376212900013

EID výsledku v databázi Scopus

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